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researcher

L. Baty

2 papers hereh-index 4135 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedSolving differential equations using physics informed deep learning: a hand-on tutorial with benchmark tests

6 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 6 cited

Solving differential equations using physics informed deep learning: a hand-on tutorial with benchmark tests

Hubert Baty, Leo Baty

We revisit the original approach of using deep learning and neural networks to solve differential equations by incorporating the knowledge of the equation. This is done by adding a…

math.OC2023★ 1 cited

Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows

Léo Baty, Kai Jungel, Patrick S. Klein +2

With the rise of e-commerce and increasing customer requirements, logistics service providers face a new complexity in their daily planning, mainly due to efficiently handling same…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.